Analyzing the balancing of error rates for multi-group classification.
Dinesh R. PaiKenneth D. LawrenceRonald K. KlimbergSheila M. LawrencePublished in: Expert Syst. Appl. (2012)
Keyphrases
- pattern recognition
- decision trees
- text classification
- classification accuracy
- feature vectors
- object classification
- pattern classification
- support vector
- machine learning
- classification scheme
- image classification
- data sets
- feature extraction
- feature selection
- automatic classification
- cross validation
- classification method
- classification models
- lower error rates
- pairwise
- error analysis
- document classification
- benchmark data sets
- image processing
- benchmark datasets
- machine learning algorithms
- model selection
- feature space
- training set
- hidden markov models